ACL

Unsupervised Discovery of Gendered Language through Latent-Variable Modeling

Alexander Hoyle, Wolf-Sonkin, Hanna Wallach, Isabelle Augenstein, Ryan Cotterell

Comments To appear in ACL 2019

Measuring the compositionality of noun-noun compounds over time

Prajit Dhar, Janis Pagel, Lonneke van der Plas

Comments 6 pages, 3 figures, To appear in the proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change 2019 @ ACL 2019, Fixed typos, Increased figure sizes

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing

Xiang Lin, Shafiq Joty, Prathyusha Jwalapuram, M Saiful Bari

Comments Accepted by ACL 2019

HEAD-QA: A Healthcare Dataset for Complex Reasoning

David Vilares, Carlos Gómez-Rodríguez

Comments ACL 2019 (short papers)

Generating Summaries with Topic Templates and Structured Convolutional Decoders

Laura Perez-Beltrachini, Yang Liu, Mirella Lapata

Comments ACL 2019

Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network

Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou

Comments Accepted in Association for Computational Linguistics (ACL) 2019 8 pages, 3 figures, 3 tables

StRE: Self Attentive Edit Quality Prediction in Wikipedia

Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar, Animesh Mukherjee

Comments Accepted in ACL 2019 , 9 pages

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension

Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li

Comments To appear at ACL 2019

Self-Supervised Learning for Contextualized Extractive Summarization

Hong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang, William Yang Wang

Comments Accepted to ACL 2019

Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems

Jiazhan Feng, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan

Journal ref ACL 2019

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks

Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui

Comments ACL 2019

DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain

Yichong Xu, Xiaodong Liu, Chunyuan Li, Hoifung Poon, Jianfeng Gao

Comments Proceedings of the BioNLP 2019 workshop, ACL 2019; 7 pages, 5 tables, 1 figure

Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning

Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang

Comments to appear at ACL 2019 (revise expression of equation (4))

Semantically Constrained Multilayer Annotation: The Case of Coreference

Jakob Prange, Nathan Schneider, Omri Abend

Comments Accepted to The First International Workshop on Designing Meaning Representations (DMR), 2019 (in conjunction with ACL 2019)

Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge

Bo Liu

Comments 6 pages; accepted by 1st ACL Workshop on Gender Bias for NLP at ACL 2019; code is at https://github.com/boliu61/gendered-pronoun-resolution

Towards Explainable NLP: A Generative Explanation Framework for Text Classification

Hui Liu, Qingyu Yin, William Yang Wang

Comments Accepted to ACL 2019

Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Mona Diab, Julia Hirschberg, Thamar Solorio

Comments ACL 2018 (CALCS)

Journal ref Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, 2018, 138-147

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media

Gustavo Aguilar, A. Pastor López-Monroy, Fabio A. González, Thamar Solorio

Comments NAACL 2018

Journal ref Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 1401-1412

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards

Hou Pong Chan, Wang Chen, Lu Wang, Irwin King

Comments Accepted by ACL 2019

Detecting Everyday Scenarios in Narrative Texts

Lilian D. A. Wanzare, Michael Roth, Manfred Pinkal

Comments Storytelling workshop 2019@ACL

AGRR-2019: A Corpus for Gapping Resolution in Russian

Maria Ponomareva, Kira Droganova, Ivan Smurov, Tatiana Shavrina

Comments Accepted to BSNLP at ACL 2019

Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations

Ethan Wilcox, Roger Levy, Richard Futrell

Comments Proceedings of BlackboxNLP 2019, ACL, Florence, Italy

GLTR: Statistical Detection and Visualization of Generated Text

Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush

Comments ACL 2019 Demo Track

Automatically Identifying Complaints in Social Media

Daniel Preotiuc-Pietro, Mihaela Gaman, Nikolaos Aletras

Comments Accepted at ACL 2019

Topic-Aware Neural Keyphrase Generation for Social Media Language

Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi

Comments ACL 2019 (11 pages)

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv

Comments To appear at ACL 2019

Generalized Data Augmentation for Low-Resource Translation

Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig

Comments Accepted to ACL 2019

Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Comments Accepted by ACL2019

BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization

Eva Sharma, Chen Li, Lu Wang

Comments Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. ACL 2019 (10 pages)

Is Attention Interpretable?

Sofia Serrano, Noah A. Smith

Comments To appear at ACL 2019